@define
class DedupConfig:
    columns_to_dedup_by: Optional[List]
    time_range_in_minutes: Optional[int]
    timestamp_column_name: Optional[str]
    leave_deduped_samples_in_time_range: Optional[int] = field(default=1)

    def __attrs_post_init__(self):
        if not self.timestamp_column_name:
            raise ValueError(f"timestamp_column_name parameter must be provided")
        if not self.columns_to_dedup_by:
            raise ValueError(f"columns_to_dedup_by parameter must be provided")
        if not self.time_range_in_minutes:
            raise ValueError(f"time_range_in_minutes parameter must be provided")